Evidence map›Paper›PMID 41199950›Full record

ArticleFrontiers in microbiology2025

Decoding oral leukoplakia: microbiome dysbiosis and inflammatory dynamics unveiled in a rat model.

Zhiqin Sang, Yufeng Zhang, Enoch Kao, Tingting Zhu, Jiazhen Yang, Zhenjiang Zech Xu, Shi Huang, Fei Teng, Wanchun Wang

Abstract read
In one paragraph

Article in Frontiers in microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Zhiqin Sang *Qingdao Stomatological Hospital Affiliated to Qingdao University, Qingdao, China.
Yufeng Zhang *Faculty of Dentistry, The University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Enoch KaoFaculty of Dentistry, The University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Tingting ZhuQingdao Stomatological Hospital Affiliated to Qingdao University, Qingdao, China.
Jiazhen YangQingdao Stomatological Hospital Affiliated to Qingdao University, Qingdao, China.
Zhenjiang Zech XuState Key Laboratory of Food Science and Technology, Nanchang University, Nanchang, China.
Shi HuangFaculty of Dentistry, The University of Hong Kong, Hong Kong, Hong Kong SAR, China.
Fei TengQingdao Stomatological Hospital Affiliated to Qingdao University, Qingdao, China.
Wanchun WangQingdao Stomatological Hospital Affiliated to Qingdao University, Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Oral leukoplakia (OLK) is an oral precancerous lesion associated with oral microbiome dysbiosis and systemic inflammation. However, the longitudinal changes of the microbiome and its causal relationship with inflammation remain unclear, and traditional sequencing struggles to detect low-biomass samples. Methods: A 4-nitroquinoline-1-oxide (4-NQO)-induced rat OLK model was used. The oral microbiome was analyzed via 2bRAD-M sequencing; serum levels of tumor necrosis factor-α (TNF-α) and interleukin-6 (IL-6) were measured. Additionally, functional pathway analysis of the microbiome and its correlation with inflammation were conducted. Results: In OLK, we observed significant shifts in the oral microbial diversity, marked by elevated abundances of Discussion: This study demonstrates the utility of 2bRAD-M sequencing in overcoming traditional metagenomic limitations, offering a high-resolution view of microbiome dynamics in low-biomass environments such as the oral mucosa. These findings establish the oral microbiota as candidate early biomarkers for OLK screening and prevention, opening avenues for precision diagnostics and targeted therapies to mitigate cancer risk associated with OLK.

Indexed as

2bRAD-Manimal modelimmune factorsoral leukoplakia (OLK)oral mucosal microbiota

Identifiers

PMID41199950
PMCPMC12587043

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.